/* ************************************************************************ * Copyright (C) 2018-2024 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell cop- * ies of the Software, and to permit persons to whom the Software is furnished * to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IM- * PLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR * COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER * IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNE- * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * * ************************************************************************ */ #pragma once #include "client_utility.hpp" #include "d_vector.hpp" #include "device_batch_matrix.hpp" #include "device_matrix.hpp" #include "device_multiple_strided_batch_matrix.hpp" #include "device_strided_batch_matrix.hpp" #include "host_batch_matrix.hpp" #include "host_matrix.hpp" #include "host_multiple_strided_batch_matrix.hpp" #include "host_strided_batch_matrix.hpp" #include "rocblas_init.hpp" //! //! @brief Initialize a host_strided_batch_matrix. //! @param hA The host_strided_batch_matrix. //! @param arg Specifies the argument class. //! @param nan_init Initialize matrix with Nan's depending upon the rocblas_check_nan_init enum value. //! @param matrix_type Initialization of the matrix based upon the rocblas_check_matrix_type enum value. //! @param seedReset reset the seed if true, do not reset the seed otherwise. Use init_cos if seedReset is true else use init_sin. //! @param alternating_sign Initialize matrix so adjacent entries have alternating sign. //! template inline void rocblas_init_matrix(host_strided_batch_matrix& hA, const Arguments& arg, rocblas_check_nan_init nan_init, rocblas_check_matrix_type matrix_type, bool seedReset = false, bool alternating_sign = false) { if(seedReset) rocblas_seedrand(); if(nan_init == rocblas_client_alpha_sets_nan && rocblas_isnan(arg.alpha)) { rocblas_init_matrix(matrix_type, arg.uplo, random_nan_generator, hA); } else if(nan_init == rocblas_client_beta_sets_nan && rocblas_isnan(arg.beta)) { rocblas_init_matrix(matrix_type, arg.uplo, random_nan_generator, hA); } else if(arg.initialization == rocblas_initialization::hpl) { if(alternating_sign) rocblas_init_matrix_alternating_sign( matrix_type, arg.uplo, random_hpl_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_hpl_generator, hA); } else if(arg.initialization == rocblas_initialization::rand_int) { if(alternating_sign) rocblas_init_matrix_alternating_sign(matrix_type, arg.uplo, random_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_generator, hA); } else if(arg.initialization == rocblas_initialization::rand_int_zero_one) { if(alternating_sign) rocblas_init_matrix_alternating_sign(matrix_type, arg.uplo, random_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_zero_one_generator, hA); } else if(arg.initialization == rocblas_initialization::trig_float) { rocblas_init_matrix_trig(matrix_type, arg.uplo, hA, seedReset); } else if(arg.initialization == rocblas_initialization::denorm) { if(altInit) rocblas_init_alt_impl_small(hA); else rocblas_init_alt_impl_big(hA); } else if(arg.initialization == rocblas_initialization::denorm2) { if(altInit) rocblas_init_non_rep_bf16_vals(hA); else rocblas_init_identity(hA); } else if(arg.initialization == rocblas_initialization::zero) { rocblas_init_matrix_zero(hA); } else { #ifdef GOOGLE_TEST FAIL() << "unknown initialization type"; return; #else rocblas_cerr << "unknown initialization type" << std::endl; rocblas_abort(); #endif } } //! //! @brief Initialize a host_batch_matrix. //! @param hA The host_batch_matrix. //! @param arg Specifies the argument class. //! @param nan_init Initialize matrix with Nan's depending upon the rocblas_check_nan_init enum value. //! @param matrix_type Initialization of the matrix based upon the rocblas_check_matrix_type enum value. //! @param seedReset reset the seed if true, do not reset the seed otherwise. Use init_cos if seedReset is true else use init_sin. //! @param alternating_sign Initialize matrix so adjacent entries have alternating sign. //! template inline void rocblas_init_matrix(host_batch_matrix& hA, const Arguments& arg, rocblas_check_nan_init nan_init, rocblas_check_matrix_type matrix_type, bool seedReset = false, bool alternating_sign = false) { if(seedReset) rocblas_seedrand(); if(nan_init == rocblas_client_alpha_sets_nan && rocblas_isnan(arg.alpha)) { rocblas_init_matrix(matrix_type, arg.uplo, random_nan_generator, hA); } else if(nan_init == rocblas_client_beta_sets_nan && rocblas_isnan(arg.beta)) { rocblas_init_matrix(matrix_type, arg.uplo, random_nan_generator, hA); } else if(arg.initialization == rocblas_initialization::hpl) { if(alternating_sign) rocblas_init_matrix_alternating_sign( matrix_type, arg.uplo, random_hpl_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_hpl_generator, hA); } else if(arg.initialization == rocblas_initialization::rand_int) { if(alternating_sign) rocblas_init_matrix_alternating_sign(matrix_type, arg.uplo, random_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_generator, hA); } else if(arg.initialization == rocblas_initialization::rand_int_zero_one) { if(alternating_sign) rocblas_init_matrix_alternating_sign(matrix_type, arg.uplo, random_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_zero_one_generator, hA); } else if(arg.initialization == rocblas_initialization::trig_float) { rocblas_init_matrix_trig(matrix_type, arg.uplo, hA, seedReset); } else if(arg.initialization == rocblas_initialization::denorm) { if(altInit) rocblas_init_alt_impl_small(hA); else rocblas_init_alt_impl_big(hA); } else if(arg.initialization == rocblas_initialization::denorm2) { if(altInit) rocblas_init_non_rep_bf16_vals(hA); else rocblas_init_identity(hA); } else if(arg.initialization == rocblas_initialization::zero) { rocblas_init_matrix_zero(hA); } else { #ifdef GOOGLE_TEST FAIL() << "unknown initialization type"; return; #else rocblas_cerr << "unknown initialization type" << std::endl; rocblas_abort(); #endif } } //! //! @brief Initialize a host matrix. //! @param hA The host matrix. //! @param arg Specifies the argument class. //! @param nan_init Initialize matrix with Nan's depending upon the rocblas_check_nan_init enum value. //! @param matrix_type Initialization of the matrix based upon the rocblas_check_matrix_type enum value. //! @param seedReset reset the seed if true, do not reset the seed otherwise. Use init_cos if seedReset is true else use init_sin. //! @param alternating_sign Initialize matrix so adjacent entries have alternating sign. //! template inline void rocblas_init_matrix(host_matrix& hA, const Arguments& arg, rocblas_check_nan_init nan_init, rocblas_check_matrix_type matrix_type, bool seedReset = false, bool alternating_sign = false) { if(seedReset) rocblas_seedrand(); if(nan_init == rocblas_client_alpha_sets_nan && rocblas_isnan(arg.alpha)) { rocblas_init_matrix(matrix_type, arg.uplo, random_nan_generator, hA); } else if(nan_init == rocblas_client_beta_sets_nan && rocblas_isnan(arg.beta)) { rocblas_init_matrix(matrix_type, arg.uplo, random_nan_generator, hA); } else if(arg.initialization == rocblas_initialization::hpl) { if(alternating_sign) rocblas_init_matrix_alternating_sign( matrix_type, arg.uplo, random_hpl_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_hpl_generator, hA); } else if(arg.initialization == rocblas_initialization::rand_int) { if(alternating_sign) rocblas_init_matrix_alternating_sign(matrix_type, arg.uplo, random_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_generator, hA); } else if(arg.initialization == rocblas_initialization::rand_int_zero_one) { if(alternating_sign) rocblas_init_matrix_alternating_sign(matrix_type, arg.uplo, random_generator, hA); else rocblas_init_matrix(matrix_type, arg.uplo, random_zero_one_generator, hA); } else if(arg.initialization == rocblas_initialization::trig_float) { rocblas_init_matrix_trig(matrix_type, arg.uplo, hA, seedReset); } else if(arg.initialization == rocblas_initialization::denorm) { if(altInit) rocblas_init_alt_impl_small(hA); else rocblas_init_alt_impl_big(hA); } else if(arg.initialization == rocblas_initialization::denorm2) { if(altInit) rocblas_init_non_rep_bf16_vals(hA); else rocblas_init_identity(hA); } else if(arg.initialization == rocblas_initialization::zero) { rocblas_init_matrix_zero(hA); } else { #ifdef GOOGLE_TEST FAIL() << "unknown initialization type"; return; #else rocblas_cerr << "unknown initialization type" << std::endl; rocblas_abort(); #endif } } //! //! @brief Initialize a device matrix. //! @param dA The device matrix. //! @param arg Specifies the argument class. //! @param nan_init Initialize matrix with Nan's depending upon the rocblas_check_nan_init enum value. //! @param matrix_type Initialization of the matrix based upon the rocblas_check_matrix_type enum value. //! @param seedReset reset the seed if true, do not reset the seed otherwise. Use init_cos if seedReset is true else use init_sin. //! @param alternating_sign Initialize matrix so adjacent entries have alternating sign. //! template void rocblas_init_matrix(rocblas_handle handle, device_strided_batch_matrix& dA, const Arguments& arg, rocblas_check_nan_init nan_init, rocblas_check_matrix_type matrix_type, bool seedReset = false, bool alternating_sign = false);